Pith. sign in

Paper Citation Record · LEDGER

The Verification Horizon: No Silver Bullet for Coding Agent Rewards

As of 15 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 5 inbound Pith citation observations for arXiv:2606.26300.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.26300 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T09:39:32.624209Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:31:11.609103Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06f701d3-9be1-4d10-a3ab-5e9d4c718039 · outbound

This paper cites There is no evaluator judgment in polarity, and no user voice inuser_fairness.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards There is no evaluator judgment in polarity, and no user voice inuser_fairness

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:27.146858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:b24efb186f6e78592a46bba58ad379fba0b6379fdf06b5a7ee5d7a3dcbc5acc2

Observation f39d8271-5a2e-41dc-b285-db7dcb208dc1 · outbound

This paper cites I was wrong earlier.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards I was wrong earlier

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:27.144412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:cc63abc8f084d5dad157768549dbc5167aaec4084caa3232536fc34c6b79c616

Observation 7bacfcee-56f6-411f-9148-2b4bcc17b668 · outbound

This paper cites How- ever, being conservative does not mean biasing toward neutral —implicit signals with behavioral evidence should still be annotated.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards How- ever, being conservative does not mean biasing toward neutral —implicit signals with behavioral evidence should still be annotated

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:27.140816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:6bb5412bd0660630e2da76f140e0b58046da9d8feb69535bacb8bc2d2d431a71

Observation 93d8cee3-1051-4339-b8f6-dd2fb0f63106 · outbound

This paper cites objectively,.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards objectively,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:27.142422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:5f6e17f1029cf1134df98717c29af49a1ab934e661e7d28823ba7a30a943d78f

Observation 77bbf992-1e00-4f56-8283-f20fb87e0f78 · outbound

This paper cites an unresolved cited work.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-09T18:26:27.148948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:63d8198917ac7864d6d91bea02815094716d4d6e905f4364233240281bcb6807

Observation a89369c9-2940-49f0-9142-8b9bafce8b7b · outbound

This paper cites This time it works. By the way, add validation to the other fields too.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards This time it works. By the way, add validation to the other fields too

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:27.131458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:caef133b1aee34b47edd6f7e36f0f2e9906190d9042ab2a5c69459eb36cbe0a3

Observation 2a98c859-44dd-48e4-9eee-fcb2f8927563 · outbound

This paper cites an unresolved cited work.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-09T18:26:27.135142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:fd436cb5aec9c312a1ab282a4e8e7f1acbfb5f123a85ce3e9f9c41a41aef3e70

Observation bd3fb525-d043-429f-ac9d-b7d6163d502a · outbound

This paper cites an unresolved cited work.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-09T18:26:27.133158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:4ea8e26217b79f84d2cb56d6d2d1bc401d7480ad693d2d6590f7828b708e0dfa

Observation 7b5c4a00-e9cc-43da-ab00-2af9f49dccc2 · outbound

This paper cites an unresolved cited work.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-09T18:26:27.134978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:1a70120a66eaf19439d7e068b8a0df8bce670236d6e2a51fb1bb91eee4299900

Observation 34a95280-de6b-49dc-be26-0ad7429974b8 · outbound

This paper cites an unresolved cited work.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-09T18:26:27.137050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:5d0eba09e2cc165b7f80fa2bcd04f5a7c20a92c1a3dc7f61de061ec76e252d01

Observation 0bd1212d-9a23-4ed6-857d-938ce5a56f22 · outbound

This paper cites an unresolved cited work.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-09T18:26:27.141150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:7b30ef26adc8dec36ac07bafdcaa49d8ae13e660b1a03d22c5a0b0d6e6536686

Observation fb09680c-cdee-45b9-aae0-44cf5ef8acd9 · outbound

This paper cites correctness issues are covered by other benchmarks.

The Verification Horizon: No Silver Bullet for Coding Agent Rewards correctness issues are covered by other benchmarks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T18:26:27.127707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T09:39:32.624209Z digest=sha256:971a1a5ea9eaff48d82092d274c517d8125947dd19f2c894aba3f2e8b3eb9556

Pith citing papers

Observation f05cadec-0a85-4b8d-9cd9-f7c20d3c78fb · inbound

When the Reward Suite Is Leaky: A Preregistered Causal Contrast of Natural Verifier False Positives in RLVR cites this paper.

When the Reward Suite Is Leaky: A Preregistered Causal Contrast of Natural Verifier False Positives in RLVR The Verification Horizon: No Silver Bullet for Coding Agent Rewards

Reference 35

Resolution
unresolved
no resolver link, observed 2026-07-14T07:36:47.336670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T07:36:47.336670Z digest=sha256:256a365d2cffda3f5341ea74f1b68d3d25ef64bbef40a1cda1a0b67bf69b88f6

Observation 66eec5fd-8de2-43a7-9a69-ee1aa978901c · inbound

Do Agent Benchmarks Measure Capability? Protocol Validity in the Age of Agentic AI cites this paper.

Do Agent Benchmarks Measure Capability? Protocol Validity in the Age of Agentic AI The Verification Horizon: No Silver Bullet for Coding Agent Rewards

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-01T05:03:47.289334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T05:03:47.289334Z digest=sha256:fceed749efa4468363cf42f82ae2001abe723127ad065816367859f08055a9bd

Observation 6b45b8d9-83f7-4e13-8e04-eb09843a4dd2 · inbound

AgentOmnia: Scaling Agentic Models for Full-Scenario Applications cites this paper.

AgentOmnia: Scaling Agentic Models for Full-Scenario Applications The Verification Horizon: No Silver Bullet for Coding Agent Rewards

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-01T03:38:21.186892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:38:21.186892Z digest=sha256:4f0d52909a2f36e456dd1433bb21a27621eaa98b79e804a0b705fdcd2d76575b

Observation 06b51709-4ae3-4445-b4ac-b6c889540733 · inbound

When Do Agent Loops Mistake Stagnation for Progress? Self-Evaluation Bias and Externally Grounded Verification in Long-Running Autonomous LLM Agent Loops cites this paper.

When Do Agent Loops Mistake Stagnation for Progress? Self-Evaluation Bias and Externally Grounded Verification in Long-Running Autonomous LLM Agent Loops The Verification Horizon: No Silver Bullet for Coding Agent Rewards

Reference 34

Resolution
unresolved
no resolver link, observed 2026-07-31T00:06:01.599726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:06:01.599726Z digest=sha256:62da26e47bd571192efba486e6cb09b9a0fdec8f70ee5faf4da82fe01205745d

Observation ec8fecdc-ec28-4d58-8978-e7b1b88a6b43 · inbound

Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug? cites this paper.

Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug? The Verification Horizon: No Silver Bullet for Coding Agent Rewards

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T01:31:11.609103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T01:31:11.609103Z digest=sha256:479466aebcbba3c90f03e0afd5ecec49e82b090cb8438c28ab4ab307c593aad5